currently researching ML/AI solutions under Sunway University while building open-source tools that developers use. In my 5th semester of Software Engineering, balancing academics with real-world projects that matter.
What drives me: Creating developer tools that actually solve problems and make workflows better.
Currently focused on: Multi-agent AI systems, performance optimization, and improving developer experience through better tooling.
Zonal Graph Quantization: Optimizing Memory-Performance Trade-off in Vector Search
TechRxiv Preprint | December 2025
DOI: 10.36227/techrxiv.176704895.53855035/v1
The Agent Hub Architecture: A Framework for Resilient, Efficient, and Specialized Multi-Agent AI Orchestration
Zenodo | September 2025
DOI: 10.5281/ZENODO.17131426
On the Practical Instability of Bio-Inspired Continual Learning
Zenodo Working Paper | July 2025
DOI: 10.5281/ZENODO.15823901
Holistic Analysis of Jangular: A Potential Full-Stack Framework for Java and Angular
Zenodo | May 2025
DOI: 10.5281/zenodo.15334024
Incubation Lab
Building AI-powered solutions through model fine-tuning and software development.
Remote from Malaysia → San Francisco
Working on enterprise ML pipelines with measurable impact:
- 60% faster API responses - Implemented Redis caching for critical endpoints
- 40% more consistent AI models - Refined rating algorithms with better metrics
- 82% → 95% accuracy - Hyperparameter tuning and feature selection improvements
Azure DevOps & Infrastructure Optimization
- 400% faster test execution - Optimized CI/CD pipelines with self-hosted agents
- 89.5% pipeline reliability - Implemented automated failure detection and reduced test flakiness
- 65% reduction in code smells - Enforced performance SLOs and quality gates with 90% test coverage
- 40% fewer regression failures - Integrated daily smoke testing for continuous system reliability
Test Automation & Quality Engineering
- 70% reduction in manual testing - Built Java-based UI test automation framework
- 900+ automated test cases - Developed comprehensive API testing framework
- 55% less defect leakage - Integrated YAML-based quality gates and daily smoke testing
- 300% faster testing - Reduced test execution time from 1 working day to 2 hours
First official tech gig
- 99.9% uptime - Maintained Django platform for 400+ concurrent users
- 80% efficiency gain - Automated exam administration workflows
- Key learning: Real-world experience complements classroom education
Spring Boot + Angular Development CLI |
Multi-Agent AI Orchestration Platform |
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Jangular-CLI: 51,000+ downloads on NPM |
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Currently: Bachelor of Software Engineering (Year 2/3) - CGPA: 3.67 (Dean's List Recipient)
Sunway University × Lancaster University | Semester 5/9
Completed: Diploma in Information Technology - CGPA: 3.91 (Distinction)
Sunway College | Graduated at 17
- 51,000+ NPM downloads - Developer tools with proven adoption
- 60% performance improvement in production ML APIs
- 95% AI model accuracy - Systematic optimization and tuning
- 4 research publications - Contributing to computer science research (TechRxiv & Zenodo)
- IEEE Eta Kappa Nu member - Top 25% globally at age 18
- JOSS peer reviewer - Reviewing academic papers as an undergraduate
- Multi-agent systems - Exploring coordination and orchestration patterns
- Performance optimization - Making systems faster and more efficient
- Vector databases & ANNS - Optimizing memory-performance trade-offs in high-dimensional search
- Developer experience - Improving tools and workflows for better productivity
- Research writing - Bridging practical implementation with academic contributions
- Open Source: Building practical tools that solve real developer problems and contribute to the ecosystem
- Research & Academia: Peer reviewing for JOSS and contributing to computer science research with publications on TechRxiv and Zenodo
Interested in challenging projects with talented teams in domains as:
- Full-stack development roles with meaningful impact
- AI/ML projects pushing technical boundaries
- Open source collaborations benefiting the developer community
- Research partnerships connecting academia and industry
